Time series data wrangling and visualization

#loading the packages that I think that I will need for this time series analysis

#Packages for general use:
library(tidyverse)
library(janitor)
library(lubridate)
library(here)
library(RColorBrewer)
library(knitr)

#Packages for time series use:
library(tsibble)
library(fable)
library(fabletools)
library(feasts)

# Reading in the data that will be analyzed
read_csv(here("data", "cbr_fish_passage_bonneville_allyrs_steelhead.csv"))
## # A tibble: 29,646 x 7
##     year `mm-dd` location parameter unit     datatype      value
##    <dbl> <chr>   <chr>    <chr>     <chr>    <chr>         <dbl>
##  1  2019 1-Jan   BON      Stlhd     fish/day Adult Passage     7
##  2  2019 2-Jan   BON      Stlhd     fish/day Adult Passage    19
##  3  2019 3-Jan   BON      Stlhd     fish/day Adult Passage     8
##  4  2019 4-Jan   BON      Stlhd     fish/day Adult Passage    18
##  5  2019 5-Jan   BON      Stlhd     fish/day Adult Passage    11
##  6  2019 6-Jan   BON      Stlhd     fish/day Adult Passage     8
##  7  2019 7-Jan   BON      Stlhd     fish/day Adult Passage     7
##  8  2019 8-Jan   BON      Stlhd     fish/day Adult Passage     1
##  9  2019 9-Jan   BON      Stlhd     fish/day Adult Passage     2
## 10  2019 10-Jan  BON      Stlhd     fish/day Adult Passage     6
## # … with 29,636 more rows

  1. Summary of the project.

  2. Images of Bonneville Dam and/or steelhead

knitr::include_graphics("images/bonneville-dam-and-people-fishing.jpg")

https://www.goodfreephotos.com/united-states/oregon/other-oregon/bonneville-dam-and-people-fishing.jpg.php

  1. code